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Название: Язык R в задачах науки о данных: импорт, подготовка, обработка, визуализация и моделирование данных
Автор: Уикем Хэдли, Гроулмунд Гарретт
Издательство: Диалектика
Год: 2018
Формат: PDF
Страниц: 578
Размер: 31,4 Mb
Язык: Русский

Овладейте искусством превращения необработанных первичных данных в плодотворные догадки, гипотезы и новые знания с помощью языка R. Эта книга задумана как введение в вычислительную среду R, среду разработки RStudio и библиотеку tidyverse - коллекцию пакетов, совместное использование которых обеспечивает быстроту и легкость анализа данных. Книга ориентирована на читателей, не имеющих предварительного опыта программирования, и предназначена для того, чтобы помочь им в как можно более короткие сроки начать решать задачи науки о данных.

Название: 53 Must Do Python Projects For All
Автор: Edcorner Learning
Издательство: Edcorner Learning
Год: 2022
Формат: ePUB, PDF
Страниц: 231
Размер: 10 Mb
Язык: English

This Book consist of 53 Must Do Python Projects for All Developers/Students to practice different projects and scenarios. Use these learnings in professional tasks or daily learning projects.
All 53 projects are divided into different modules, every project is special in its own way of performing daily task by a developer. Every project has its source codes which learners can copy and practice/use on their own systems. If there is special requirement for any projects, its already mentioned in the book.

Название: Personalized Machine Learning
Автор: Julian McAuley
Издательство: Cambridge University Press
Год: 2022
Страниц: 337
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Every day we interact with Machine Learning systems offering individualized predictions for our entertainment, social connections, purchases, or health. These involve several modalities of data, from sequences of clicks to text, images, and social interactions. This book introduces common principles and methods that underpin the design of personalized predictive models for a variety of settings and modalities. The book begins by revising 'traditional' Machine Learning models, focusing on adapting them to settings involving user data, then presents techniques based on advanced principles such as matrix factorization, deep learning, and generative modeling, and concludes with a detailed study of the consequences and risks of deploying personalized predictive systems. A series of case studies in domains ranging from e-commerce to health plus hands-on projects and code examples will give readers understanding and experience with large-scale real-world datasets and the ability to design models and systems for a wide range of applications.

Название: Mastering Swift: A Beginner's Guide (Mastering Computer Science)
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2022
Формат: PDF
Страниц: 351
Размер: 10 Mb
Язык: English

Mastering Swift introduces Apple’s excellent Swift standard library style and incorporates usage feedback across multiple Swift projects. However, it should be regarded as a living, changeable document and the basis upon which the programming language is implemented.

Название: Pro iPhone Development with SwiftUI: Design and Manage Top Quality Apps
Автор: Wallace Wang
Издательство: Apress
Год: 2022
Формат: PDF
Страниц: 348
Размер: 10 Mb
Язык: English

You know the basics. Your Swift code flows with logic and ease. This isn't your first time building a workable app for iOS platforms. Now, it's time to build a magical app for iOS platforms! Move beyond what you mastered in the best-selling Beginning iPhone Development with SwiftUI. Debug Swift code, use multi-threaded programming with Grand Central Dispatch, pass data between view controllers, and design apps functional in multiple languages.

Название: The Elements of Voice First Style: A Practical Guide to Voice User Interface Design (Second Early Release)
Автор: Ahmed Bouzid, Weiye Ma
Издательство: O’Reilly Media, Inc.
Год: 2022-01-21
Страниц: 106
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

If you're a new or experienced designer of conversational voice-first experiences, this handy reference provides actionable answers to key aspects of eyes-busy, hands-busy, voice-only user interfaces. Designed as a companion to books about conversational voice design, this guide includes important details regarding eyes-free, hands-free, voice-only interfaces delivered by Amazon Echo, Google Nest, and a variety of in-car experiences.

Название: Learning TypeScript: Enhance Your Web Development Skills Using Type-Safe jаvascript (Third Early Release)
Автор: Josh Goldberg
Издательство: O’Reilly Media, Inc.
Год: 2022-01-21
Страниц: 187
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

TypeScript has conquered the world of jаvascript: it's one of the world's fastest growing and most popular languages across developer surveys, widely used in consumer and business companies alike, and frequently credited for helping massive web applications scale. But what is TypeScript? How does it work, why does it work, and how can we use it? Learning TypeScript takes beginner to intermediate jаvascript programmers from knowing nothing about "types" or a "type system" to full mastery of the fundamentals of TypeScript. It's more than a means to find bugs and typos--it's a useful system for declaring the way our jаvascript should work and helping us stick to it.

Название: AI at the Edge: Solving Real World Problems with Embedded Machine Learning (Early Release)
Автор: Daniel Situnayake, Jenny Plunkett
Издательство: O’Reilly Media, Inc.
Год: 2022-01-21
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Edge Artificial Intelligence is transforming the way computers interact with the real world, allowing Internet of Things (IoT) devices to make decisions using the 99% of sensor data that was previously discarded due to cost, bandwidth, or power limitations. With techniques like embedded machine learning, developers can capture human intuition and deploy it to any target—from ultra-low power microcontrollers to flexible embedded Linux devices—for applications that reduce latency, protect privacy, and work without a network connection, greatly expanding the capabilities of the IoT. This practical guide gives engineering professionals and product managers an end-to-end framework for solving real-world industrial, commercial, and scientific problems with edge AI. You’ll explore every stage of the process, from data collection to model optimization to tuning and testing, as you learn how to design and support edge AI and embedded ML products.

Название: Modern Tkinter for Busy Python Developers: Quickly Learn to Create Great Looking User Interfaces for Windows, Mac and Linux Using Python's Standard GUI Toolkit, Third Edition
Автор: Mark Roseman
Издательство: ​Late Afternoon Press
Год: Revised Nov 2021
Страниц: 393
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Third Edition: thoroughly revised and expanded! Over 20% new material. Updated for Python 3.9. Quickly learn the right way to build attractive and modern graphical user interfaces with Python and Tkinter. You know some Python. You want to create a user interface for your application. You don't want to waste time messing around with things you don't need. Enter Tkinter. It's built right into Python. Everything you need is included in the standard Python distributions. No extra downloads. Your Python and Tkinter scripts will work on Windows, Mac and Linux. Tkinter has a simple, clean, Pythonic API and takes care of much of the housekeeping needed in GUI programming. You can focus on what's unique in your application.

Название: Python Pandas for Beginners: Pandas Specialization for Data Scientist
Автор: AI Publishing
Издательство: AI Publishing LLC
Год: 2022
Страниц: 548
Язык: английский
Формат: pdf, epub
Размер: 17.2 MB

In Data Science, NumPy and Pandas are by far the most widely used Python libraries. The main features of these libraries are powerful data analysis tools and easy-to-use structures. Python Pandas for Beginners presents you with a hands-on, simple approach to learning Python fast. This book is refreshingly different, as there’s a lot for you to do than mere reading. Each theoretical concept you cover is followed by practical examples, making it easier to master the concept. The step-by-step layout of this book simplifies your learning. The author has gone to great lengths to ensure what you learn sticks. You have short exercises at the end of each one of the 11 chapters to test your knowledge of the theoretical concepts you have learned.